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Ariasu123/README.md

◇ Tech Stack

◈ Learning Journey

LLM — PyTorch, Transformers, Pretrain and SFT — Built Knowledge — GraphRAG, Vector Search and LLM wiki — Built Agent — MCP, Agent Skills and Tool Use — Building Infra — vLLM, CUDA and Distributed Systems — Exploring

▣ Featured Projects

Applications

TinyLLM icon  TinyLLM

A 54M Chinese LLM built from scratch with native PyTorch, from pretraining to full SFT.

Python PyTorch Pretrain SFT TinyLLM stars

Pion icon  Pion

A lightweight terminal coding agent with tools, MCP, hooks, and Docker sandboxing.

Python Agent MCP Docker Pion stars

Nano-vLLM-Ext icon  Nano-vLLM-Ext

A compact vLLM extension for speculative decoding, chunked prefill, fair scheduling, and prefix caching.

Python vLLM Speculative Decoding Prefix Cache Nano-vLLM-Ext stars

◫ Development Metrics

Automatically updated GitHub statistics

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  1. Nano-vLLM-Ext Nano-vLLM-Ext Public

    Nano-vLLM 扩展：Draft–Target 投机解码、Chunked Prefill 与公平调度、Prefix Cache 增强

    Python

  2. Pion Pion Public

    参考 Pi coding agent 核心设计，基于 Python 重写的极简 CLI 编程智能体

    Python 1

  3. TinyLLM TinyLLM Public

    复刻MiniMind项目，从0到1构建了轻量级大语言模型

    Python

  4. harbor-agentic-eval-libyaml harbor-agentic-eval-libyaml Public

    基于 Harbor 的可复现 Agentic Coding 评测：为 LibYAML 实现解析器级资源限制

  5. AgentDisk AgentDisk Public

    多Agent 的本地磁盘分析与安全管理工具

    Go

  6. GraphRAG-Kit GraphRAG-Kit Public

    从文档到知识图谱的完整链路——解析、构建、增量更新、多模式检索

    Python